NeuralSim: Augmenting differentiable simulators with neural networks

E Heiden, D Millard, E Coumans… - … on Robotics and …, 2021 - ieeexplore.ieee.org
Differentiable simulators provide an avenue for closing the sim-to-real gap by enabling the
use of efficient, gradient-based optimization algorithms to find the simulation parameters that …

A differentiable physics engine for deep learning in robotics

J Degrave, M Hermans, J Dambre… - Frontiers in …, 2019 - frontiersin.org
An important field in robotics is the optimization of controllers. Currently, robots are often
treated as a black box in this optimization process, which is the reason why derivative-free …

Graspit! a versatile simulator for robotic gras**

AT Miller, PK Allen - IEEE Robotics & Automation Magazine, 2004 - ieeexplore.ieee.org
A robotic gras** simulator, called Graspit!, is presented as versatile tool for the gras**
community. The focus of the grasp analysis has been on force-closure grasps, which are …

Differentiable dynamics for articulated 3d human motion reconstruction

E Gärtner, M Andriluka, E Coumans… - Proceedings of the …, 2022 - openaccess.thecvf.com
We introduce DiffPhy, a differentiable physics-based model for articulated 3d human motion
reconstruction from video. Applications of physics-based reasoning in human motion …

Design of a momentum-based control framework and application to the humanoid robot atlas

T Koolen, S Bertrand, G Thomas, T De Boer… - … Journal of Humanoid …, 2016 - World Scientific
This paper presents a momentum-based control framework for floating-base robots and its
application to the humanoid robot “Atlas”. At the heart of the control framework lies a …

Planning and control for cooperative manipulation and transportation with aerial robots

J Fink, N Michael, S Kim, V Kumar - Robotics Research: The 14th …, 2011 - Springer
We consider the problem of controlling multiple robots manipulating and transporting a
payload in three dimensions via cables. Individual robot control laws and motion plans …

Nonconvex rigid bodies with stacking

E Guendelman, R Bridson, R Fedkiw - ACM transactions on graphics …, 2003 - dl.acm.org
We consider the simulation of nonconvex rigid bodies focusing on interactions such as
collision, contact, friction (kinetic, static, rolling and spinning) and stacking. We advocate …

[PDF][PDF] Intersection-free rigid body dynamics

Z Ferguson, M Li, T Schneider, F Gil-Ureta… - ACM Transactions on …, 2021 - par.nsf.gov
Simulations of rigid objects with contact resolution and friction are ubiquitous in computer
graphics and robotics. Rigid body models do not deform. Equipped with just rotational and …

Design and testing of a selectively compliant underactuated hand

DM Aukes, B Heyneman, J Ulmen… - … Journal of Robotics …, 2014 - journals.sagepub.com
Motivated by the requirements of mobile manipulation, a compliant underactuated hand,
capable of locking individual joints, has been developed. Locking is accomplished with …

Dynamics filter-concept and implementation of online motion generator for human figures

K Yamane, Y Nakamura - IEEE transactions on robotics and …, 2003 - ieeexplore.ieee.org
In this paper, we describe the concept and implementation of a dynamics filter, an online, full-
body motion generator that converts a physically infeasible reference motion into a feasible …